LANCELOT. A Fortran package for large-scale nonlinear optimization (Release A). LANCELOT is a software ... package for solving large-scale nonlinear optimization problems. This book provides a coherent overview ... LANCELOT optimization package. Although the book is primarily concerned with a specific optimization package ... design and implementation of large-scaleoptimization algorithms...

interface for a number of different free optimization routines available online as well as original ... changing one parameter. Support for large-scaleoptimization (some algorithms scalable to millions of parameters...

problem of learning a ranking function. The optimization algorithms used in SVMlight are described ... training large-scale transductive SVMs. The algorithm proceeds by solving a sequence of optimization problems...

bound technique for solving large-scale discrete optimization problems (DOPs). In BCP, both cuts ... undertake the solution of very large-scale DOPs; however, it also leads to interesting implementational ... called SYMPHONY (Single- or Multi-Process Optimization over Networks), address these challenges. They...